Dashboard/Total US Jobs Lost to AI as % of Labor Force

Job DisplacementBy 2030

Total US Jobs Lost to AI as % of Labor Force

5%+2pp / 12mo

Confidence range: 1.5% to 7%

Of the approximately 167 million people in the US civilian labor force, about 8 million are projected to lose their jobs outright due to AI. This differs from "displacement" in that it counts only roles fully eliminated, not those that are transformed. This figure is net of new jobs created by AI adoption.

Best estimate from NBER (Verified Data & Research)

Most AI-and-jobs claims come from journalism or social media. Toggle to to see what the rigorous evidence actually says.

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How This Prediction Has Evolved

Each data point is from a different source. Dots are color-coded by evidence tier.

Sources (16)

Challenger Report: 55,000 AI-Attributed Layoffs in 2025
Challenger, Gray & ChristmasJan 10, 2026News

Employers cited AI as a direct cause for 55,000 job cuts in 2025, concentrated in customer service, data entry, and back-office operations.

C-Suite Survey on AI and Employment: Early Evidence
NBERNov 1, 2025Research

Survey of 2,500 C-suite executives finds 90% report no significant net employment impact from AI adoption as of Q3 2025, though task reallocation is widespread.

Evaluating the Impact of AI on the Labor Market: Current State of Affairs
Yale Budget Lab (Gimbel, Kinder, Kendall, Lee)Oct 1, 2025Research

No economy-wide employment disruption tied to AI since ChatGPT's debut. Measures of AI exposure show no clear relationship with changes in employment or unemployment.

The Projected Impact of Generative AI on Future Productivity Growth
Penn Wharton Budget Model (Arnon, Smetters)Sep 8, 2025Research

Roughly 10% of US work affected in the short run; AI will increase productivity and GDP by 1.5% by 2035. Jobs that AI can completely replace saw 0.75% employment fall 2021-2024.

Bureau of Labor Statistics Employment Projections 2024-2034
Bureau of Labor StatisticsAug 1, 2025Research

BLS projects moderate net displacement with significant variation across occupational groups.

S&P 500 AI-Related Layoff Disclosures — Aggregate Analysis
SEC EDGAR (Aggregated)Mar 1, 2025Research

Analysis of 2024 10-K filings: 47 S&P 500 companies disclosed AI-driven workforce restructuring. Cumulative disclosed headcount reductions: ~185,000 positions.

AI exposure predicts unemployment risk
PNAS NexusFeb 1, 2025Research

Workers in AI-exposed occupations face significantly higher unemployment risk, suggesting aggregate job losses may exceed earlier estimates.

US Job Postings Are 15% Below Peak — AI Categories Hit Hardest
Indeed Hiring LabJan 28, 2025Institutional

Data entry (-27%), customer service (-18%), and basic admin (-22%) postings saw steepest declines. AI/ML postings +42% YoY.

AI And Automation Will Take 6% Of US Jobs By 2030
ForresterJan 6, 2025Institutional

Forrester estimates 6% of US jobs will be lost to AI and automation by 2030, partially offset by new job creation.

The Unequal Adoption of ChatGPT Exacerbates Existing Inequalities Among Workers
PNAS (Humlum, Vestergaard)Jan 6, 2025Research

Half of workers in exposed occupations have used ChatGPT; younger, male, higher-achieving workers lead adoption. Women 16pp less likely to use for work.

Future of Jobs Report 2024
World Economic ForumSep 15, 2024Institutional

Employers expect 23% of jobs to change in the next five years, with a net decline of 2-4% of total roles once job creation offsets displacement.

The Simple Macroeconomics of AI
NBER (Acemoglu)Apr 1, 2024Research

AI may increase TFP by only 0.53-0.66% over 10 years; limited net job losses of ~2% as many affected tasks are only partially automated.

Gen-AI: Artificial Intelligence and the Future of Work
International Monetary FundJan 14, 2024Institutional

Almost 40% of global employment is exposed to AI; in advanced economies, roughly 60% of workers face some degree of AI impact.

OECD Employment Outlook 2023: AI and the Labour Market
OECDJul 11, 2023Research

27% of jobs are in occupations at high risk, but actual displacement depends on adoption speed and policy response.

The Potentially Large Effects of AI on Economic Growth
Goldman SachsMar 26, 2023Research

300 million full-time jobs globally could be exposed to automation; translates to roughly 3-5% net US job losses after accounting for new job creation.